• DocumentCode
    591235
  • Title

    Comparison of methods for quantification of myocardial infarct size from delayed enhancement magnetic resonance data

  • Author

    Kachenoura, Nadjia ; Baron, N. ; Cluzel, P. ; Frouin, F. ; Herment, A. ; Grenier, Philippe ; Montalescot, G. ; Beygui, F.

  • Author_Institution
    Lab. d´Imagerie Fonctionnelle, UPMC Univ. Paris 6, Paris, France
  • fYear
    2012
  • fDate
    9-12 Sept. 2012
  • Firstpage
    361
  • Lastpage
    364
  • Abstract
    We sought to assess myocardial infarct (MI) volume with different quantitative methods in both acute (AMI) and chronic MI (CMI) from CMR late Gadolinium Enhancement images. CMR exam was performed 50±21 hours after MI in 52 patients and was repeated 100±21 days later in a subgroup of 34 patients. Necrosis volumes were quantified using: 1) manual delineation, 2) automated fuzzy c-means method, and 3) +2 to 6SD thresholding approaches. Results were compared against peak values of serum Troponin I (TnI), creatine kinase (CK) and LV functional parameters. For CMI, quantitative evaluation of infarct size using manual, +2SD, +3SD and fuzzy c-means provided equivalent results for comparisons of MI volumes against LV function parameters (r>;0.79, p<;0.0001). For AMI, +2SD and fuzzy c-means approaches provided higher correlations for comparisons of AMI volumes against biochemical markers (r>;0.77, p<;0.0001) and chronic LV function parameters (r>;0.59, p<;0.0002). The fuzzy c-means and +2SD methods provided highest correlations with biochemical MI quantification as well as LV function parameters. The fuzzy c-means approach which does not require an arbitrary identification of the remote myocardium is fast and reproducible. It may be clinically useful in the evaluation of patients with MI.
  • Keywords
    biochemistry; biomedical MRI; biomedical measurement; diseases; enzymes; statistical analysis; volume measurement; +2SD methods; 6SD thresholding approach; CMR late gadolinium enhancement images; LV functional parameters; acute AMI; automated fuzzy c-means method; biochemical MI quantification; chronic LV function parameters; chronic MI; creatine kinase; delayed enhancement magnetic resonance data; manual delineation; myocardial infarct size; myocardial infarct volume assessement; necrosis volumes; serum Troponin I; statistical analysis; time 50 h; Correlation; Correlation coefficient; Manuals; Myocardium; Phase measurement; Standards; Volume measurement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computing in Cardiology (CinC), 2012
  • Conference_Location
    Krakow
  • ISSN
    2325-8861
  • Print_ISBN
    978-1-4673-2076-4
  • Type

    conf

  • Filename
    6420405